{"id":"W2943780807","doi":"10.2147/ppa.s198363","title":"&lt;p&gt;Japanese patient preferences regarding intermediate to advanced hepatocellular carcinoma treatments&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bayer Canada; Bayer Yakuhin; Eisai","keywords":"Medicine; Hepatocellular carcinoma; Sorafenib; Internal medicine; Transcatheter arterial chemoembolization; Oncology; Surgery; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001439436,0.0007240656,0.0009168306,0.0002965646,0.0001894252,0.000118496,0.0002786235,0.0002254255,0.0005808411],"category_scores_gemma":[0.00009977775,0.0005703336,0.0002291136,0.0004693397,0.0001118652,0.0004370312,0.0003153722,0.0002732225,0.0007084718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839131,"about_ca_system_score_gemma":0.0001611795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007942232,"about_ca_topic_score_gemma":0.00002982645,"domain_scores_codex":[0.9961166,0.0001601694,0.0007804057,0.00129567,0.0007564038,0.0008907869],"domain_scores_gemma":[0.9976572,0.0001403661,0.000300172,0.0008619207,0.0002829584,0.0007573179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007148645,0.0004501192,0.8610465,0.000226188,0.000163769,0.0001302255,0.00477097,0.00000321713,0.03519275,0.0000927346,0.0001645577,0.09704412],"study_design_scores_gemma":[0.01602639,0.05092587,0.6990036,0.00524643,0.001685868,0.0002277906,0.003461058,0.007717168,0.1856703,0.0006835115,0.02507789,0.004274026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870154,0.002089418,0.00001590233,0.00008418401,0.0004350489,0.00313136,0.00007158886,0.0001618435,0.006995314],"genre_scores_gemma":[0.9960636,0.0004218951,0.0006427842,0.0002587735,0.00005816773,0.0006907374,0.000203536,0.00006038808,0.001600144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1620428,"threshold_uncertainty_score":0.9996748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892764133855359,"score_gpt":0.2406531298691978,"score_spread":0.1917254885306442,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}